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Real-time thermoacoustic data assimilation
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Outgoing claims: the papers this work cites, builds on, or argues with.
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A review of operational methods of variational and ensemble‐variational data assimilation
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A review of forecast error covariance statistics in atmospheric variational data assimilation. I: Characteristics and measurements of forecast error covariances
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Data assimilation in the presence of forecast bias
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The calculation of thermoacoustic oscillations
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RECONSTRUCTION OF ACOUSTIC TRANSFER MATRICES BY INSTATIONARY COMPUTATIONAL FLUID DYNAMICS
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Data Assimilation in a Nonlinear Time-Delayed Dynamical System with Lagrangian Optimization
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Physics-Informed Data-Driven Prediction of Turbulent Reacting Flows with Lyapunov Analysis and Sequential Data Assimilation
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Neural Networks and Deep Learning: A Textbook
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Data Assimilation: The Ensemble Kalman Filter
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A Practical Guide to Applying Echo State Networks
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Machine-learning-based reduced-order modeling for unsteady flows around bluff bodies of various shapes
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The Ensemble Kalman Filter: theoretical formulation and practical implementation
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Bias aware Kalman filters: Comparison and improvements
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Combining a Helmholtz solver with the flame describing function to assess combustion instability in a premixed swirled combustor
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Real-time Bayesian data assimilation with data selection, correction of model bias, and on-the-fly uncertainty propagation
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Quantifying and reducing model-form uncertainties in Reynolds-averaged Navier–Stokes simulations: A data-driven, physics-informed Bayesian approach
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Combined state and parameter estimation in level-set methods
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Constrained ensemble Kalman filter based on Kullback–Leibler divergence
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Detection of direct and indirect noise generated by synthetic hot spots in a duct
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Exceptional points in the thermoacoustic spectrum
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Echo state networks are universal
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Robust Optimization and Validation of Echo State Networks for learning chaotic dynamics
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Transverse combustion instabilities: Acoustic, fluid mechanic, and flame processes
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Modeling and analysis of premixed flame dynamics by means of distributed time delays
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Unbiased ensemble square root filters
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A reduced-order model for the onset of combustion instability: Physical mechanisms for intermittency and precursors
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Prediction and control of combustion instabilities in real engines
inferredcites →https://doi.org/10.1016/j.proci.2018.06.043openalex-snapshot
Data assimilation using high-speed measurements and LES to examine local extinction events in turbulent flames
inferredcites →https://doi.org/10.1016/s0076-5392(09)x6022-4openalex-snapshot
Stochastic Processes and Filtering Theory
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Predictability: a way to characterize complexity
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Large-eddy simulation of premixed turbulent combustion using a level-set approach
inferredcites →https://doi.org/10.1017/cbo9780511755798openalex-snapshot
Nonlinear Time Series Analysis
inferredcites →https://doi.org/10.1017/cbo9781107706804openalex-snapshot
Probabilistic Forecasting and Bayesian Data Assimilation
inferredcites →https://doi.org/10.1017/jfm.2011.222openalex-snapshot
State estimation in wall-bounded flow systems. Part 3. The ensemble Kalman filter
inferredcites →https://doi.org/10.1017/jfm.2012.463openalex-snapshot
Nonlinear self-excited thermoacoustic oscillations: intermittency and flame blowout
inferredcites →https://doi.org/10.1017/jfm.2012.639openalex-snapshot
Sensitivity analysis of a time-delayed thermo-acoustic system via an adjoint-based approach
inferredcites →https://doi.org/10.1017/jfm.2014.328openalex-snapshot
Global modes, receptivity, and sensitivity analysis of diffusion flames coupled with duct acoustics
inferredcites →https://doi.org/10.1017/jfm.2014.468openalex-snapshot
Intermittency route to thermoacoustic instability in turbulent combustors
inferredcites →https://doi.org/10.1017/jfm.2014.601openalex-snapshot
Nonlinear self-excited thermoacoustic oscillations of a ducted premixed flame: bifurcations and routes to chaos
inferredcites →https://doi.org/10.1017/jfm.2015.139openalex-snapshot
Frequency domain and time domain analysis of thermoacoustic oscillations with wave-based acoustics
inferredcites →https://doi.org/10.1017/jfm.2019.828openalex-snapshot
Stability, sensitivity and optimisation of chaotic acoustic oscillations
inferredcites →https://doi.org/10.1017/jfm.2020.103openalex-snapshot
Flow state estimation in the presence of discretization errors
inferredcites →https://doi.org/10.1017/jfm.2020.297openalex-snapshot
Intermittency route to self-excited chaotic thermoacoustic oscillations
inferredcites →https://doi.org/10.1017/jfm.2020.586openalex-snapshot
Degenerate perturbation theory in thermoacoustics: high-order sensitivities and exceptional points
inferredcites →https://doi.org/10.1017/s0022112008003613openalex-snapshot
A unified framework for nonlinear combustion instability analysis based on the flame describing function
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Triggering in the horizontal Rijke tube: non-normality, transient growth and bypass transition
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Reheat buzz: an acoustically coupled combustion instability. Part 2. Theory
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A kinematic model of a ducted flame
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THE EXPLANATION OF CERTAIN ACOUSTICAL PHENOMENA 1
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Learning representations by back-propagating errors
inferredcites →https://doi.org/10.1063/1.2895634openalex-snapshot
Thermoacoustic instability in a Rijke tube: Non-normality and nonlinearity
inferredcites →https://doi.org/10.1063/1.3563577openalex-snapshot
Dynamic properties of combustion instability in a lean premixed gas-turbine combustor
inferredcites →https://doi.org/10.1063/1.4718725openalex-snapshot
Route to chaos for combustion instability in ducted laminar premixed flames
inferredcites →https://doi.org/10.1063/1.4731267openalex-snapshot
Short-term prediction of dynamical behavior of flame front instability induced by radiative heat loss
inferredcites →https://doi.org/10.1063/5.0003702openalex-snapshot
Complex system approach to investigate and mitigate thermoacoustic instability in turbulent combustors
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Application of the Galerkin Method in the Solution of Non-linear Axial Combustion Instability Problems in Liquid Rockets
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Short- and long-term predictions of chaotic flows and extreme events: a physics-constrained reservoir computing approach
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Information Theory and Statistical Mechanics
inferredcites →https://doi.org/10.1103/physrevfluids.4.093902openalex-snapshot
Controlled gliding and perching through deep-reinforcement-learning
inferredcites →https://doi.org/10.1103/physrevfluids.7.014402openalex-snapshot
Gradient-free optimization of chaotic acoustics with reservoir computing
inferredcites →https://doi.org/10.1109/tac.1969.1099223openalex-snapshot
Treatment of bias in recursive filtering
inferredcites →https://doi.org/10.1115/1.3662552openalex-snapshot
A New Approach to Linear Filtering and Prediction Problems
inferredcites →https://doi.org/10.1115/1.4004402openalex-snapshot
Bifurcations of Self-Excited Ducted Laminar Premixed Flames
inferredcites →https://doi.org/10.1115/1.4034601openalex-snapshot
Linear Growth Rate Estimation From Dynamics and Statistics of Acoustic Signal Envelope in Turbulent Combustors
inferredcites →https://doi.org/10.1115/1.4042821openalex-snapshot
Adjoint Methods as Design Tools in Thermoacoustics
inferredcites →https://doi.org/10.1115/1.4048569openalex-snapshot
Assimilation of Experimental Data to Create a Quantitatively Accurate Reduced-Order Thermoacoustic Model
inferredcites →https://doi.org/10.1115/gt2016-58169openalex-snapshot
Linear Growth Rate Estimation From Dynamics and Statistics of Acoustic Signal Envelope in Turbulent Combustors
inferredcites →https://doi.org/10.1126/science.1091277openalex-snapshot
Harnessing Nonlinearity: Predicting Chaotic Systems and Saving Energy in Wireless Communication
inferredcites →https://doi.org/10.1137/1.9780898717921openalex-snapshot
Inverse Problem Theory and Methods for Model Parameter Estimation
inferredcites →https://doi.org/10.1146/annurev-fluid-122316-045125openalex-snapshot
Sensitivity and Nonlinearity of Thermoacoustic Oscillations
inferredcites →https://doi.org/10.1146/annurev.fluid.36.050802.122038openalex-snapshot
FEEDBACK CONTROL OF COMBUSTION OSCILLATIONS
inferredcites →https://doi.org/10.1162/089976602760407955openalex-snapshot
Real-Time Computing Without Stable States: A New Framework for Neural Computation Based on Perturbations
inferredcites →https://doi.org/10.1175/1520-0493(2001)129<1194:smfsda>2.0.co;2openalex-snapshot
Stochastic Methods for Sequential Data Assimilation in Strongly Nonlinear Systems
inferredcites →https://doi.org/10.1175/2007mwr2021.1openalex-snapshot
Implications of the Form of the Ensemble Transformation in the Ensemble Square Root Filters
inferredcites →https://doi.org/10.1175/mwr-d-15-0440.1openalex-snapshot
Review of the Ensemble Kalman Filter for Atmospheric Data Assimilation
inferredcites →https://doi.org/10.17863/cam.38877openalex-snapshot
Data Assimilation in a Nonlinear Time-Delayed Dynamical System with Lagrangian Optimization
inferredcites →https://doi.org/10.17863/cam.44410openalex-snapshot
Stability, sensitivity and optimisation of chaotic acoustic oscillations
inferredcites →https://doi.org/10.17863/cam.54865openalex-snapshot
Degenerate perturbation theory in thermoacoustics: high-order sensitivities and exceptional points
inferredcites →https://doi.org/10.2151/jmsj1923.33.6_262openalex-snapshot
A Fundamental Study of the Numerical Prediction Based on the Variational Principle
inferredcites →https://doi.org/10.2514/1.24933openalex-snapshot
Acoustic Modes in Combustors with Complex Impedances and Multidimensional Active Flames
inferredcites →https://doi.org/10.2514/1.j056743openalex-snapshot
Ensemble-Based State Estimator for Aerodynamic Flows
inferredcites →https://doi.org/10.5075/epfl-thesis-2800openalex-snapshot
Modeling and control of thermoacoustic instabilities
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Physics-Constrained Convolutional Neural Networks for Inverse Problems in Spatiotemporal Partial Differential Equations
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A PINN approach for identifying governing parameters of noisy thermoacoustic systems
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Data-driven stability analysis in a multi-element supercritical liquid oxygen–methane combustor
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Sufficient statistics for parameter inference in the stochastic Van der Pol oscillator model for thermoacoustic instabilities
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Multivariate Signal Prediction Using Attention Transfer Learning for Early Detection of Thermoacoustic Instabilities
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